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The Relationship Between Stock Return Volatility And Trading Volume: The Case Of The Philippines

机译:股票收益波动率与交易量之间的关系:以菲律宾为例

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This article reconsiders the relationship between stock return volatility and trading volume. Based on the multi-factor stochastic volatility model for stock return, we suggest several specifications for the trading volume. This approach enables the unobservable information arrival to follow the ARMA process. We apply the model to the data of Philippine Stock Exchange Composite Index and find that two factors are adequate to describe the movements of stock return volatility and variance of trading volume. We also find that the weights for the factors of the return and volume models are different from each other. The empirical results show (ⅰ) a negative correlation between stock return volatility and variance of trading volume, and (ⅱ) a lack of effect of information arrivals on the level of trading volume. These findings are contrary to the results for the equity markets of advanced countries.
机译:本文重新考虑了股票收益率波动率与交易量之间的关系。基于股票收益的多因素随机波动率模型,我们建议了交易量的几种规格。这种方法使无法观察到的信息到达可以遵循ARMA流程。我们将该模型应用于菲律宾证券交易所综合指数数据,发现两个因素足以描述股票收益率波动和交易量方差。我们还发现,收益模型和交易量模型各因素的权重互不相同。实证结果表明(ⅰ)股票收益率波动与交易量方差之间呈负相关,(ⅱ)信息到达对交易量水平的影响不足。这些发现与发达国家股票市场的结果相反。

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